Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-22 1.167200 1.425726 1.759843 2.238052 2.932084 3.952450 5.678903
2025-06-29 0.812209 1.082033 1.483152 2.170223 3.441891 6.060361 13.564860
2025-07-06 0.640192 0.898604 1.318056 2.130758 3.946780 9.060454 38.272050
2025-07-13 0.566194 0.832617 1.301527 2.327710 5.150421 17.284270 438.260463
2025-07-20 0.504349 0.767180 1.258587 2.443316 6.361293 33.622319 NaN
2025-07-27 0.447542 0.696556 1.182014 2.437591 7.245300 62.570241 NaN
2025-08-03 0.397196 0.627739 1.090108 2.346353 7.717918 109.512667 NaN
2025-08-10 0.366598 0.590386 1.055323 2.401094 9.103705 364.706107 NaN
2025-08-17 0.344931 0.566385 1.043799 2.524189 11.369545 14036.495735 NaN
2025-08-24 0.320237 0.532527 1.001476 2.525466 12.952752 NaN NaN
2025-08-31 0.294647 0.493538 0.939123 2.427858 13.518354 NaN NaN
2025-09-07 0.281631 0.478842 0.933812 2.546435 17.162221 NaN NaN
2025-09-14 0.265206 0.455451 0.903139 2.556546 19.969544 NaN NaN
2025-09-21 0.247584 0.427696 0.856548 2.480149 21.320098 NaN NaN
2025-09-28 0.232947 0.404960 0.819748 2.433320 23.384813 NaN NaN
2025-10-05 0.228312 0.403590 0.840813 2.673545 36.461539 NaN NaN
2025-10-12 0.220969 0.395274 0.840796 2.815390 52.614248 NaN NaN
2025-10-19 0.210715 0.379267 0.815620 2.808362 63.756246 NaN NaN
2025-10-26 0.199102 0.359143 0.775335 2.696422 65.960762 NaN NaN
2025-11-02 0.192293 0.349621 0.765584 2.763535 91.912080 NaN NaN
2025-11-09 0.187546 0.344477 0.768376 2.914991 160.279495 NaN NaN
2025-11-16 0.180418 0.333041 0.749682 2.916567 219.172928 NaN NaN
2025-11-23 0.171796 0.317401 0.715615 2.796402 223.221162 NaN NaN